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Knowledge Graph Insights

Knowledge Graph Insights

By: Larry Swanson
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Interviews with experts on semantic technology, ontology design and engineering, linked data, and the semantic web.Copyright 2025 Larry Swanson & Elless Media
Episodes
  • Tara Raafat: Human-Centered Knowledge Graph and Metadata Leadership
    Dec 15 2025

    At Bloomberg, Tara Raafat applies her extensive ontology, knowledge graph, and management expertise to create a solid semantic and technical foundation for the enterprise's mission-critical data, information, and knowledge.

    One of the keys to the success of her knowledge graph projects is her focus on people. She of course employs the best semantic practices and embraces the latest technology, but her knack for engaging the right stakeholders and building the right kinds of teams is arguably what distinguishes her work.

    https://knowledgegraphinsights.com/tara-raafat/

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    30 mins
  • Alexandre Bertails: The Netflix Unified Data Architecture
    Nov 3 2025

    At Netflix, Alexandre Bertails and his team have adopted the RDF standard to capture the meaning in their content in a consistent way and generate consistent representations of it for a variety of internal customers.

    The keys to their system are a Unified Data Architecture (UDA) and a domain modeling language, Upper, that let them quickly and efficiently share complex data projections in the formats that their internal engineering customers need.

    https://knowledgegraphinsights.com/alex-bertails/

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    32 mins
  • Torrey Podmajersky: Aligning Language and Meaning in Complex Systems
    Oct 12 2025

    Torrey Podmajersky is uniquely well-prepared to help digital teams align on language and meaning.

    Her father's interest in philosophy led her to an early intellectual journey into semantics, and her work as a UX writer at companies like Google and Microsoft has attuned her to the need to discover and convey precise meaning in complex digital experiences.

    This helps her span the "semantic gaps" that emerge when diverse groups of stakeholders use different language to describe similar things.

    https://knowledgegraphinsights.com/torrey/

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    33 mins
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